Joachim M. Buhmann
Orcid: 0000-0002-6613-7101Affiliations:
- ETH Zurich, Switzerland
- University of Bonn, Germany
According to our database1,
Joachim M. Buhmann
authored at least 270 papers
between 1988 and 2024.
Collaborative distances:
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Bibliography
2024
Non-linear Fusion in Federated Learning: A Hypernetwork Approach to Federated Domain Generalization.
CoRR, 2024
2023
Weakly supervised inference of personalized heart meshes based on echocardiography videos.
Medical Image Anal., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Entrack: Probabilistic Spherical Regression with Entropy Regularization for Fiber Tractography.
Int. J. Comput. Vis., 2021
Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation.
CoRR, 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography.
Artif. Intell. Medicine, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds.
Proceedings of the Machine Learning for Health Workshop, 2020
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models.
Proceedings of the 37th International Conference on Machine Learning, 2020
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species.
PLoS Comput. Biol., 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference.
Proceedings of the 36th International Conference on Machine Learning, 2019
Disentangled State Space Models: Unsupervised Learning of dynamics across Heterogeneous Environments.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the Pattern Recognition, 2019
Proceedings of the Pattern Recognition, 2019
Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Unsupervised Mitral Valve Segmentation in Echocardiography with Neural Network Matrix Factorization.
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
IEEE Trans. Intell. Transp. Syst., 2018
Theor. Comput. Sci., 2018
J. Comput. Syst. Sci., 2018
Optimal DR-Submodular Maximization and Applications to Provable Mean Field Inference.
CoRR, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
VIS Capstone Address : Can I believe what I see?-Information theoretic algorithm validation.
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018
2017
Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation.
Comput. Medical Imaging Graph., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the Fourteenth Workshop on Analytic Algorithmics and Combinatorics, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Comput. Methods Programs Biomed., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 Information Theory and Applications Workshop, 2016
TI-POOLING: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the 2015 IEEE Information Theory Workshop, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Joint segmentation and groupwise registration of cardiac DCE MRI using sparse data representations.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A field of experts model for optic cup and disc segmentation from retinal fundus images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
IEEE Trans. Biomed. Eng., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Combining Multiple Expert Annotations Using Semi-supervised Learning and Graph Cuts for Crohn's Disease Segmentation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Active learning based segmentation of Crohn's disease using principles of visual saliency.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
2013
Automated Analysis of Tissue Micro-Array Images on the Example of Renal Cell Carcinoma.
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
IEEE Trans. Medical Imaging, 2013
NeuroImage, 2013
A Supervised Learning Approach for Crohn's Disease Detection Using Higher-Order Image Statistics and a Novel Shape Asymmetry Measure.
J. Digit. Imaging, 2013
Bioinform., 2013
Int. J. Artif. Intell. Educ., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Localizing and segmenting Crohn's disease affected regions in abdominal MRI using novel context features.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
A Model Development Pipeline for Crohn's Disease Severity Assessment from Magnetic Resonance Images.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Weakly supervised semantic segmentation of Crohn's disease tissues from abdominal MRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Crohn's disease tissue segmentation from abdominal MRI using semantic information and graph cuts.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Innovations in Theoretical Computer Science, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the Pattern Recognition - 35th German Conference, 2013
2012
IEEE Trans. Speech Audio Process., 2012
NeuroImage, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Unsupervised and Transfer Learning, 2012
Bayesian mixed-effects inference on classification performance in hierarchical data sets.
J. Mach. Learn. Res., 2012
A Supervised Learning Based Approach to Detect Crohn's Disease in Abdominal MR Volumes.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Context Sensitive Information: Model Validation by Information Theory.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
PLoS Comput. Biol., 2011
J. Comput. Biol., 2011
Comput. Medical Imaging Graph., 2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 4th International Conference on Educational Data Mining, 2011
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Infinite mixture-of-experts model for sparse survival regression with application to breast cancer.
BMC Bioinform., 2010
Proceedings of the 15th ACM Symposium on Access Control Models and Technologies, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Pattern Recognition, 2010
Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Int. J. Comput. Vis., 2009
Artif. Intell. Medicine, 2009
Graph-Based Pancreatic Islet Segmentation for Early Type 2 Diabetes Mellitus on Histopathological Tissue.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
Proceedings of the 2009 ACM Conference on Computer and Communications Security, 2009
2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
Computational Pathology Analysis of Tissue Microarrays Predicts Survival of Renal Clear Cell Carcinoma Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Pattern Recognition, 2008
Weakly Supervised Cell Nuclei Detection and Segmentation on Tissue Microarrays of Renal Clear Cell Carcinoma.
Proceedings of the Pattern Recognition, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 ACM Conference on Computer and Communications Security, 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Time-series alignment by non-negative multiple generalized canonical correlation analysis.
BMC Bioinform., 2007
PepSplice: cache-efficient search algorithms for comprehensive identification of tandem mass spectra.
Bioinform., 2007
Complex Statistical Models for Object Recognition and Mass Spectrometry.
Proceedings of the Pattern Recognition in Information Systems, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
Proceedings of the Pattern Recognition, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Pattern Recognit., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Pattern Recognition, 2006
Proceedings of the Pattern Recognition, 2006
Proceedings of the Pattern Recognition, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
IEEE Trans. Geosci. Remote. Sens., 2004
Clustering in Computer Vision and Data Analysis.
Proceedings of the Pattern Recognition in Information Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
IEEE Trans. Image Process., 2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003
Proceedings of the Pattern Recognition, 2003
2002
J. Mach. Learn. Res., 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data.
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the Pattern Recognition, 2002
2001
Comput. Vis. Image Underst., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Coupled Clustering: a Method for Detecting Structural Correspondence.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001
Proceedings of the Pattern Recognition, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Pattern Recognit., 2000
Pattern Recognit., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Pattern Recognit. Lett., 1999
Comput. Vis. Image Underst., 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
IEEE Trans. Signal Process., 1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Knowledge-Discovery: Wie können wir Muster und Strukturen in Daten zuverlässig erkennen?
Künstliche Intell., 1998
Proceedings of the Performance Characterization in Computer Vision [9. Theoretical Foundations of Computer Vision, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998
Stochastic Algorithms for Exploratory Data Analysis: Data Clustering and Data Visualization.
Proceedings of the Learning in Graphical Models, 1998
1997
IEEE Trans. Pattern Anal. Mach. Intell., 1997
IEEE Trans. Pattern Anal. Mach. Intell., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Video coding by region-based motion compensation and spatio-temporal wavelet transform.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997
Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Artificial Neural Networks, 1996
1995
Komplexe lernende Systeme: der mobile Roboter RHINO.
Künstliche Intell., 1995
1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
1993
IEEE Trans. Computers, 1993
Neural Comput., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Proceedings of the IEEE Data Compression Conference, 1992
1990
Proceedings of the IJCNN 1990, 1990
1988
PhD thesis, 1988
Proceedings of International Conference on Neural Networks (ICNN'88), 1988